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Mid LevelFull-timePythonMachine LearningCI/CDGitAIML
Salary Range
$102,000 - $138,000 /year
This salary is estimated based on similar roles. The actual salary may vary.
About the Role
We are looking for an AI/ML Engineer to join Octopus, a company dedicated to using technology to accelerate towards a low-carbon future. You will take ownership of building and scaling systems that allow Octopus teams to use Generative AI models, working on flagship AI projects and developing best practices for AI at Octopus.
Key Responsibilities
- →Design and Develop AI Platform Services - Build reusable, scalable services that expose GenAI models, knowledge retrieval pipelines, and agent workflows to application teams.
- →Knowledge Base Development - Build and maintain knowledge retrieval systems including embedding generation, chunking, and strategies for database management.
- →AI Ops, evals and observability - Setting up frameworks for monitoring and evaluating AI output quality and platform observability.
- →Context Engineering - Design systems for prompt assembly: Create prompt templates, system prompts and guidelines for platform users.
Requirements
- ✓Deep Understanding of GenAI - experience working with LLMs.
- ✓Data Product Development - experience building Python-based applications and/or data products.
- ✓AI model evaluation and observability - Experience of different ways of evaluating AI models and applications.
- ✓Context Engineering and Knowledge Grounding - Experience of optimising and grounding GenAI models and applications.
- ✓Software Development Practices - Strong grounding in Git, testing, CI/CD frameworks.
- ✓Ability to thrive in a fast moving environment - Dealing with ambiguity, setting clear priorities, and translating ideas into actionable plans.
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